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Data Analyst Resume Example (2026)
Data analyst resume example for 2026 — real ATS keywords, quantified impact metrics, and a clean, parseable format scored by a role-aware ATS checker.
Scored 95/100 by our ATS checker against real Data Analyst job descriptions.
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ATS keywords woven in
- Data analysis
- SQL
- Python
- Tableau
- Power BI
- Data visualization
- Dashboards
- A/B testing
- Statistical analysis
- ETL
- Excel
- KPIs & metrics
- Data cleaning
- Reporting
- Stakeholder management
Data Analyst resume do's and don'ts
- Do: Lead with business impact: “Delivered analyses that drove $5M in cost savings.” Don't: List tools without outcomes: “Responsible for building reports and dashboards.”
- Do: Name your stack — SQL, Python, Tableau, Power BI, Excel. ATS keyword matching is literal. Don't: Write “various data and visualization tools” and expect the parser to infer them.
- Do: Show the insight-to-decision arc: statistical analysis, A/B testing, and the actions your data drove. Don't: Frame the role as pulling numbers — that reads as report-runner scope, not analyst scope.
- Do: Quantify impact: dollars saved, percent improvement, hours saved, accuracy, decision time cut. Don't: Claim you “provided insights” or “supported decisions” with no number attached.
- Do: Spell out the acronym once: “extract, transform, load (ETL)” and “key performance indicators (KPIs).” Don't: Keyword-stuff a wall of every tool you've opened — reviewers and parsers discount it.